Computer Vision

Written By Richard Szeliski
Computer Vision
  • Publsiher : Springer Science & Business Media
  • Release : 30 September 2010
  • ISBN : 9781848829350
  • Pages : 812 pages
  • Rating : 4/5 from 3 reviews
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Download or read book entitled Computer Vision by author: Richard Szeliski which was release on 30 September 2010 and published by Springer Science & Business Media with total page 812 pages . This book available in PDF, EPUB and Kindle Format. Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos. More than just a source of “recipes,” this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using statistical models and solved using rigorous engineering techniques. Topics and features: structured to support active curricula and project-oriented courses, with tips in the Introduction for using the book in a variety of customized courses; presents exercises at the end of each chapter with a heavy emphasis on testing algorithms and containing numerous suggestions for small mid-term projects; provides additional material and more detailed mathematical topics in the Appendices, which cover linear algebra, numerical techniques, and Bayesian estimation theory; suggests additional reading at the end of each chapter, including the latest research in each sub-field, in addition to a full Bibliography at the end of the book; supplies supplementary course material for students at the associated website, http://szeliski.org/Book/. Suitable for an upper-level undergraduate or graduate-level course in computer science or engineering, this textbook focuses on basic techniques that work under real-world conditions and encourages students to push their creative boundaries. Its design and exposition also make it eminently suitable as a unique reference to the fundamental techniques and current research literature in computer vision.

Computer Vision

Computer Vision
  • Author : Richard Szeliski
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-09-30
  • Total pages : 812
  • ISBN : 9781848829350
GET BOOK

Summary : Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students ...

Computer Vision Systems

Computer Vision Systems
  • Author : Bernt Schiele,ICVS (Conference : Computer vision systems),Gerhard Sagerer,B. C.) ICVS 2001 (2001 : Vancouver
  • Publisher : Springer Science & Business Media
  • Release Date : 2001-06-27
  • Total pages : 312
  • ISBN : 9781848829350
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Summary : This book constitutes the refereed proceedings of the Second International Workshop on Computer Vision Systems, ICVS 2001, held in Vancouver, Canada, in July 2001. The 20 revised full papers presented were carefully reviewed and selected from 30 submissions. The papers are organized in topical sections on architectures for computer vision systems, tracking, autonomous driving, ...

Model Based intermediate level Computer Vision

Model Based  intermediate level  Computer Vision
  • Author : Gunnar Rutger Grape
  • Publisher : Unknown
  • Release Date : 1973
  • Total pages : 512
  • ISBN : 9781848829350
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Summary : A system for computer vision is presented, which is based on two-dimensional prototypes, and which uses a hierarchy of features for mapping purposes. More specifically, one is dealing with scenes composed of planar faced, convex objects. Extensions to the general planar faced case are discussed. The visual input is provided ...

Computer Vision Systems

Computer Vision Systems
  • Author : James Crowley,Justus Piater,Markus Vincze,Lucas Paletta
  • Publisher : Springer Science & Business Media
  • Release Date : 2003-03-24
  • Total pages : 546
  • ISBN : 9781848829350
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Summary : This book constitutes the refereed proceedings of the Third International Conference on Computer Vision Systems, ICVS 2003, held in Graz, Austria, in April 2003. The 51 revised full papers presented were carefully reviewed and selected from 109 submissions. The papers are organized in topical sections on cognitive vision, philosophical issues in cognitive vision, cognitive ...

Multiple View Geometry in Computer Vision

Multiple View Geometry in Computer Vision
  • Author : Richard Hartley,Andrew Zisserman
  • Publisher : Cambridge University Press
  • Release Date : 2004-03-25
  • Total pages : 212
  • ISBN : 9781848829350
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Summary : A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. Here, the authors cover the geometric principles and their algebraic representation in terms of camera projection matrices, ...

Signal Processing for Computer Vision

Signal Processing for Computer Vision
  • Author : Gösta H. Granlund,Hans Knutsson
  • Publisher : Springer Science & Business Media
  • Release Date : 1994-12-31
  • Total pages : 437
  • ISBN : 9781848829350
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Summary : Signal Processing for Computer Vision is a unique and thorough treatment of the signal processing aspects of filters and operators for low-level computer vision. Computer vision has progressed considerably over recent years. From methods only applicable to simple images, it has developed to deal with increasingly complex scenes, volumes and ...

Machine Learning in Computer Vision

Machine Learning in Computer Vision
  • Author : Nicu Sebe,Ira Cohen,Ashutosh Garg,Thomas S. Huang
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-03-30
  • Total pages : 242
  • ISBN : 9781848829350
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Summary : The goal of this book is to address the use of several important machine learning techniques into computer vision applications. An innovative combination of computer vision and machine learning techniques has the promise of advancing the field of computer vision, which contributes to better understanding of complex real-world applications. The ...

Three dimensional Computer Vision

Three dimensional Computer Vision
  • Author : Olivier Faugeras,OLIVIER AUTOR FAUGERAS
  • Publisher : MIT Press
  • Release Date : 1993
  • Total pages : 663
  • ISBN : 9781848829350
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Summary : This monograph by one of the world's leading vision researchers provides a thorough,mathematically rigorous exposition of a broad and vital area in computer vision: the problems andtechniques related to three-dimensional (stereo) vision and motion. The emphasis is on usinggeometry to solve problems in stereo and motion, with examples from ...

Computer Vision Models and Inspection

Computer Vision  Models  and Inspection
  • Author : A. Dave Marshall,Ralph R. Martin
  • Publisher : World Scientific
  • Release Date : 1992
  • Total pages : 437
  • ISBN : 9781848829350
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Summary : The main focus of this book is on the uses of computer vision for inspection and model based matching. It also provides a short, self contained introductory course on computer vision. The authors describe various state-of-the-art approaches to probems and then set forth their proposed approach to matching and inspection. ...

PyTorch Computer Vision Cookbook

PyTorch Computer Vision Cookbook
  • Author : Michael Avendi
  • Publisher : Packt Publishing Ltd
  • Release Date : 2020-03-20
  • Total pages : 364
  • ISBN : 9781848829350
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Summary : Discover powerful ways to use deep learning algorithms and solve real-world computer vision problems using Python Key Features Solve the trickiest of problems in computer vision by combining the power of deep learning and neural networks Leverage PyTorch 1.x capabilities to perform image classification, object detection, and more Train and ...

Learning OpenCV

Learning OpenCV
  • Author : Gary Bradski,Adrian Kaehler
  • Publisher : "O'Reilly Media, Inc."
  • Release Date : 2008-09-24
  • Total pages : 580
  • ISBN : 9781848829350
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Summary : "This library is useful for practitioners, and is an excellent tool for those entering the field: it is a set of computer vision algorithms that work as advertised."-William T. Freeman, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology Learning OpenCV puts you in the middle of the ...

Computer Vision ACCV 2014

Computer Vision    ACCV 2014
  • Author : Daniel Cremers,Ian Reid,Hideo Saito,Ming-Hsuan Yang
  • Publisher : Springer
  • Release Date : 2015-04-15
  • Total pages : 727
  • ISBN : 9781848829350
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Summary : The five-volume set LNCS 9003--9007 constitutes the thoroughly refereed post-conference proceedings of the 12th Asian Conference on Computer Vision, ACCV 2014, held in Singapore, Singapore, in November 2014. The total of 227 contributions presented in these volumes was carefully reviewed and selected from 814 submissions. The papers are organized in topical sections on recognition; 3...

Probabilistic Graphical Models for Computer Vision

Probabilistic Graphical Models for Computer Vision
  • Author : Qiang Ji
  • Publisher : Academic Press
  • Release Date : 2019-11
  • Total pages : 294
  • ISBN : 9781848829350
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Summary : Probabilistic Graphical Models for Computer Vision introduces probabilistic graphical models (PGMs) for computer vision problems and teaches how to develop the PGM model from training data. This book discusses PGMs and their significance in the context of solving computer vision problems, giving the basic concepts, definitions and properties. It also ...

Proceedings

Proceedings
  • Author : IEEE Computer Society. Technical Committee on Pattern Analysis and Machine Intelligence
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 1530
  • ISBN : 9781848829350
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Summary : Read online Proceedings written by IEEE Computer Society. Technical Committee on Pattern Analysis and Machine Intelligence, published by which was released on 2003. Download full Proceedings Books now! Available in PDF, ePub and Kindle....

Intelligent Robots and Computer Vision

Intelligent Robots and Computer Vision
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1987
  • Total pages : 212
  • ISBN : 9781848829350
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Summary : Read online Intelligent Robots and Computer Vision written by , published by which was released on 1987. Download full Intelligent Robots and Computer Vision Books now! Available in PDF, ePub and Kindle....